A statistical mechanical method to optimize energy functions for protein folding
- 11 April 2000
- journal article
- research article
- Published by Proceedings of the National Academy of Sciences in Proceedings of the National Academy of Sciences
- Vol. 97 (8) , 3977-3981
- https://doi.org/10.1073/pnas.97.8.3977
Abstract
We present a method for deriving energy functions for protein folding by maximizing the thermodynamic average of the overlap with the native state. The method has been tested by using the pairwise contact approximation of the energy function and generating alternative structures by threading sequences over a database of 1,169 structures. With the derived energy function, most native structures: (i) have minimal energy and (ii) are thermodynamically rather stable, and (iii) the corresponding energy landscapes are smooth. Precisely, 92% of the 1,013 x-ray structures are stabilized. Most failures can be attributed to the neglect of interactions between chains forming polychain proteins and of interactions with cofactors. When these are considered, only nine cases remain unexplained. In contrast, 38% of NMR structures are not assigned properly.Keywords
This publication has 41 references indexed in Scilit:
- Pair potentials for protein folding: Choice of reference states and sensitivity of predicted native states to variations in the interaction schemesProtein Science, 1999
- Master Equation Approach to Protein Folding and Kinetic TrapsPhysical Review Letters, 1998
- How to Derive a Protein Folding Potential? A New Approach to an Old ProblemJournal of Molecular Biology, 1996
- Protein dynamics with off-lattice Monte Carlo movesPhysical Review E, 1996
- Are proteins ideal mixtures of amino acids? Analysis of energy parameter setsProtein Science, 1995
- Enlarged representative set of protein structuresProtein Science, 1994
- Contact potential that recognizes the correct folding of globular proteinsJournal of Molecular Biology, 1992
- Simulations of the Folding of a Globular ProteinScience, 1990
- Identification of native protein folds amongst a large number of incorrect modelsJournal of Molecular Biology, 1990
- Calculation of conformational ensembles from potentials of mena forceJournal of Molecular Biology, 1990